All Dunn!!!
Browse files- all_results.json +7 -0
- train_results.json +7 -0
- trainer_state.json +91 -0
all_results.json
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{
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"epoch": 3.0,
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"train_loss": 0.8154728790124257,
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"train_runtime": 21763.4535,
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"train_samples_per_second": 0.396,
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"train_steps_per_second": 0.025
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}
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train_results.json
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{
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"epoch": 3.0,
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"train_loss": 0.8154728790124257,
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"train_runtime": 21763.4535,
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"train_samples_per_second": 0.396,
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"train_steps_per_second": 0.025
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}
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trainer_state.json
ADDED
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{
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"best_metric": 0.9409828782081604,
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"best_model_checkpoint": "efficientnet-b5-Brain_Tumors_Image_Classification/checkpoint-540",
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"epoch": 3.0,
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"global_step": 540,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.01,
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"learning_rate": 0.00019962962962962963,
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"loss": 1.3872,
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"step": 1
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},
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{
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"epoch": 1.0,
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"eval_Macro F1": 0.6549508293588824,
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"eval_Macro Precision": 0.8329646017699115,
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"eval_Macro Recall": 0.6801586368977673,
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"eval_Micro F1": 0.6852791878172588,
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"eval_Micro Precision": 0.6852791878172588,
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"eval_Micro Recall": 0.6852791878172588,
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"eval_Weighted F1": 0.64850645556817,
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"eval_Weighted Precision": 0.8176744081577646,
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"eval_Weighted Recall": 0.6852791878172588,
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"eval_accuracy": 0.6852791878172588,
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"eval_loss": 1.0601236820220947,
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"eval_runtime": 157.183,
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"eval_samples_per_second": 2.507,
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"eval_steps_per_second": 0.318,
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"step": 180
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},
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{
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"epoch": 2.0,
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"eval_Macro F1": 0.754761660411291,
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"eval_Macro Precision": 0.847140909975985,
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"eval_Macro Recall": 0.7818963684181075,
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"eval_Micro F1": 0.7842639593908629,
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"eval_Micro Precision": 0.7842639593908629,
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"eval_Micro Recall": 0.7842639593908629,
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"eval_Weighted F1": 0.7482587054309443,
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"eval_Weighted Precision": 0.8353897743757452,
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"eval_Weighted Recall": 0.7842639593908629,
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"eval_accuracy": 0.7842639593908629,
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"eval_loss": 0.9532977342605591,
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"eval_runtime": 156.7569,
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"eval_samples_per_second": 2.513,
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"eval_steps_per_second": 0.319,
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"step": 360
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},
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{
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"epoch": 2.78,
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"learning_rate": 1.4814814814814815e-05,
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"loss": 0.8186,
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"step": 500
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},
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{
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"epoch": 3.0,
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"eval_Macro F1": 0.7802118787775556,
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"eval_Macro Precision": 0.8682432432432432,
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"eval_Macro Recall": 0.7977467685076381,
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"eval_Micro F1": 0.8020304568527918,
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"eval_Micro Precision": 0.8020304568527918,
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| 65 |
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"eval_Micro Recall": 0.8020304568527918,
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| 66 |
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"eval_Weighted F1": 0.7736247112111547,
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"eval_Weighted Precision": 0.8535464398408561,
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"eval_Weighted Recall": 0.8020304568527918,
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"eval_accuracy": 0.8020304568527918,
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"eval_loss": 0.9409828782081604,
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"eval_runtime": 156.1926,
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"eval_samples_per_second": 2.523,
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"eval_steps_per_second": 0.32,
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"step": 540
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},
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{
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"epoch": 3.0,
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"step": 540,
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"total_flos": 9.135719978482944e+17,
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"train_loss": 0.8154728790124257,
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"train_runtime": 21763.4535,
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"train_samples_per_second": 0.396,
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"train_steps_per_second": 0.025
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}
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],
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"max_steps": 540,
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"num_train_epochs": 3,
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"total_flos": 9.135719978482944e+17,
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"trial_name": null,
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"trial_params": null
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}
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